首页> 中文期刊>武汉理工大学学报(交通科学与工程版) >基于机器视觉的路面破损检测系统研究

基于机器视觉的路面破损检测系统研究

     

摘要

This article analyzed the system basic composition and overall structure and introduced the system software flow as well as the network design and training process. The system has realized a kind of real-time online inspection method with the free region of image. The experimental result proved that; It can adapt itself to the complex sample image analysis processing, so this inspection method has strong flexibility, simultaneously speed of examination was quick and completely satisfied the requirement of the real-time inspection and it can provide the on-line inspection the serious degree of defect analysis with rations.%分析了系统的基本组成和总体结构,介绍了软件设计流程以及网络设计与训练过程.同时考虑到传统图像分割算法的局限性,设计了一种检测图像内任意区域实时检测算法.可以适应路面龟裂、横裂、纵裂、块裂等多种缺陷以及缺陷并存的复杂道路样本图像.

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